Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 129971 |
| Missing cells | 204752 |
| Missing cells (%) | 12.1% |
| Duplicate rows | 9983 |
| Duplicate rows (%) | 7.7% |
| Total size in memory | 12.9 MiB |
| Average record size in memory | 104.0 B |
Variable types
| Categorical | 4 |
|---|---|
| Text | 7 |
| Numeric | 2 |
| Dataset has 9983 (7.7%) duplicate rows | Duplicates |
country is highly overall correlated with region_2 and 2 other fields | High correlation |
points is highly overall correlated with price | High correlation |
price is highly overall correlated with points | High correlation |
region_2 is highly overall correlated with country and 2 other fields | High correlation |
taster_name is highly overall correlated with country and 2 other fields | High correlation |
taster_twitter_handle is highly overall correlated with country and 2 other fields | High correlation |
designation has 37465 (28.8%) missing values | Missing |
price has 8996 (6.9%) missing values | Missing |
region_1 has 21247 (16.3%) missing values | Missing |
region_2 has 79460 (61.1%) missing values | Missing |
taster_name has 26244 (20.2%) missing values | Missing |
taster_twitter_handle has 31213 (24.0%) missing values | Missing |
Reproduction
| Analysis started | 2025-01-14 14:23:37.037642 |
|---|---|
| Analysis finished | 2025-01-14 14:23:48.018206 |
| Duration | 10.98 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
country
Categorical
High correlation
| Distinct | 43 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 63 |
| Missing (%) | < 0.1% |
| Memory size | 1015.5 KiB |
| US | |
|---|---|
| France | |
| Italy | |
| Spain | |
| Portugal | |
| Other values (38) |
Length
| Max length | 22 |
|---|---|
| Median length | 14 |
| Mean length | 4.4873218 |
| Min length | 2 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Italy |
|---|---|
| 2nd row | Portugal |
| 3rd row | US |
| 4th row | US |
| 5th row | US |
Common Values
| Value | Count | Frequency (%) |
| US | 54504 | |
| France | 22093 | |
| Italy | 19540 | 15.0% |
| Spain | 6645 | 5.1% |
| Portugal | 5691 | 4.4% |
| Chile | 4472 | 3.4% |
| Argentina | 3800 | 2.9% |
| Austria | 3345 | 2.6% |
| Australia | 2329 | 1.8% |
| Germany | 2165 | 1.7% |
| Other values (33) | 5324 | 4.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| us | 54504 | |
| france | 22093 | |
| italy | 19540 | 14.7% |
| spain | 6645 | 5.0% |
| portugal | 5691 | 4.3% |
| chile | 4472 | 3.4% |
| argentina | 3800 | 2.9% |
| austria | 3345 | 2.5% |
| australia | 2329 | 1.8% |
| germany | 2165 | 1.6% |
| Other values (38) | 8160 | 6.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 74845 | |
| S | 62657 | |
| U | 54627 | 9.4% |
| r | 42590 | 7.3% |
| n | 40801 | 7.0% |
| e | 37736 | 6.5% |
| t | 36187 | 6.2% |
| l | 34389 | 5.9% |
| c | 24122 | 4.1% |
| i | 22695 | 3.9% |
| Other values (32) | 152290 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 582939 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 74845 | |
| S | 62657 | |
| U | 54627 | 9.4% |
| r | 42590 | 7.3% |
| n | 40801 | 7.0% |
| e | 37736 | 6.5% |
| t | 36187 | 6.2% |
| l | 34389 | 5.9% |
| c | 24122 | 4.1% |
| i | 22695 | 3.9% |
| Other values (32) | 152290 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 582939 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 74845 | |
| S | 62657 | |
| U | 54627 | 9.4% |
| r | 42590 | 7.3% |
| n | 40801 | 7.0% |
| e | 37736 | 6.5% |
| t | 36187 | 6.2% |
| l | 34389 | 5.9% |
| c | 24122 | 4.1% |
| i | 22695 | 3.9% |
| Other values (32) | 152290 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 582939 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 74845 | |
| S | 62657 | |
| U | 54627 | 9.4% |
| r | 42590 | 7.3% |
| n | 40801 | 7.0% |
| e | 37736 | 6.5% |
| t | 36187 | 6.2% |
| l | 34389 | 5.9% |
| c | 24122 | 4.1% |
| i | 22695 | 3.9% |
| Other values (32) | 152290 |
description
Text
| Distinct | 119955 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1015.5 KiB |
Length
| Max length | 829 |
|---|---|
| Median length | 533 |
| Mean length | 242.60106 |
| Min length | 20 |
Unique
| Unique | 109945 ? |
|---|---|
| Unique (%) | 84.6% |
Sample
| 1st row | Aromas include tropical fruit, broom, brimstone and dried herb. The palate isn't overly expressive, offering unripened apple, citrus and dried sage alongside brisk acidity. |
|---|---|
| 2nd row | This is ripe and fruity, a wine that is smooth while still structured. Firm tannins are filled out with juicy red berry fruits and freshened with acidity. It's already drinkable, although it will certainly be better from 2016. |
| 3rd row | Tart and snappy, the flavors of lime flesh and rind dominate. Some green pineapple pokes through, with crisp acidity underscoring the flavors. The wine was all stainless-steel fermented. |
| 4th row | Pineapple rind, lemon pith and orange blossom start off the aromas. The palate is a bit more opulent, with notes of honey-drizzled guava and mango giving way to a slightly astringent, semidry finish. |
| 5th row | Much like the regular bottling from 2012, this comes across as rather rough and tannic, with rustic, earthy, herbal characteristics. Nonetheless, if you think of it as a pleasantly unfussy country wine, it's a good companion to a hearty winter stew. |
| Value | Count | Frequency (%) |
| and | 347400 | 6.6% |
| the | 220934 | 4.2% |
| a | 179461 | 3.4% |
| of | 172926 | 3.3% |
| with | 120408 | 2.3% |
| this | 114015 | 2.2% |
| is | 96715 | 1.8% |
| wine | 78015 | 1.5% |
| flavors | 62678 | 1.2% |
| in | 62322 | 1.2% |
| Other values (48107) | 3793305 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5118835 | ||
| e | 2679488 | 8.5% |
| a | 2197359 | 7.0% |
| t | 2037048 | 6.5% |
| i | 1996023 | 6.3% |
| n | 1802979 | 5.7% |
| r | 1761599 | 5.6% |
| s | 1654735 | 5.2% |
| o | 1553393 | 4.9% |
| l | 1186824 | 3.8% |
| Other values (133) | 9542820 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 31531103 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5118835 | ||
| e | 2679488 | 8.5% |
| a | 2197359 | 7.0% |
| t | 2037048 | 6.5% |
| i | 1996023 | 6.3% |
| n | 1802979 | 5.7% |
| r | 1761599 | 5.6% |
| s | 1654735 | 5.2% |
| o | 1553393 | 4.9% |
| l | 1186824 | 3.8% |
| Other values (133) | 9542820 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 31531103 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5118835 | ||
| e | 2679488 | 8.5% |
| a | 2197359 | 7.0% |
| t | 2037048 | 6.5% |
| i | 1996023 | 6.3% |
| n | 1802979 | 5.7% |
| r | 1761599 | 5.6% |
| s | 1654735 | 5.2% |
| o | 1553393 | 4.9% |
| l | 1186824 | 3.8% |
| Other values (133) | 9542820 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 31531103 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5118835 | ||
| e | 2679488 | 8.5% |
| a | 2197359 | 7.0% |
| t | 2037048 | 6.5% |
| i | 1996023 | 6.3% |
| n | 1802979 | 5.7% |
| r | 1761599 | 5.6% |
| s | 1654735 | 5.2% |
| o | 1553393 | 4.9% |
| l | 1186824 | 3.8% |
| Other values (133) | 9542820 |
designation
Text
Missing
| Distinct | 37979 |
|---|---|
| Distinct (%) | 41.1% |
| Missing | 37465 |
| Missing (%) | 28.8% |
| Memory size | 1015.5 KiB |
Length
| Max length | 95 |
|---|---|
| Median length | 74 |
| Mean length | 15.174432 |
| Min length | 1 |
Unique
| Unique | 22843 ? |
|---|---|
| Unique (%) | 24.7% |
Sample
| 1st row | Vulkà Bianco |
|---|---|
| 2nd row | Avidagos |
| 3rd row | Reserve Late Harvest |
| 4th row | Vintner's Reserve Wild Child Block |
| 5th row | Ars In Vitro |
| Value | Count | Frequency (%) |
| vineyard | 12161 | 5.7% |
| reserve | 5279 | 2.5% |
| estate | 5205 | 2.4% |
| de | 4337 | 2.0% |
| reserva | 3752 | 1.7% |
| brut | 3617 | 1.7% |
| cuvée | 2301 | 1.1% |
| cru | 2263 | 1.1% |
| la | 2205 | 1.0% |
| riserva | 1867 | 0.9% |
| Other values (24060) | 171534 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 166794 | 11.9% |
| 122053 | 8.7% | |
| a | 115987 | 8.3% |
| r | 103639 | 7.4% |
| i | 89178 | 6.4% |
| n | 81154 | 5.8% |
| o | 67346 | 4.8% |
| s | 66595 | 4.7% |
| t | 60530 | 4.3% |
| l | 58112 | 4.1% |
| Other values (139) | 472338 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1403726 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 166794 | 11.9% |
| 122053 | 8.7% | |
| a | 115987 | 8.3% |
| r | 103639 | 7.4% |
| i | 89178 | 6.4% |
| n | 81154 | 5.8% |
| o | 67346 | 4.8% |
| s | 66595 | 4.7% |
| t | 60530 | 4.3% |
| l | 58112 | 4.1% |
| Other values (139) | 472338 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1403726 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 166794 | 11.9% |
| 122053 | 8.7% | |
| a | 115987 | 8.3% |
| r | 103639 | 7.4% |
| i | 89178 | 6.4% |
| n | 81154 | 5.8% |
| o | 67346 | 4.8% |
| s | 66595 | 4.7% |
| t | 60530 | 4.3% |
| l | 58112 | 4.1% |
| Other values (139) | 472338 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1403726 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 166794 | 11.9% |
| 122053 | 8.7% | |
| a | 115987 | 8.3% |
| r | 103639 | 7.4% |
| i | 89178 | 6.4% |
| n | 81154 | 5.8% |
| o | 67346 | 4.8% |
| s | 66595 | 4.7% |
| t | 60530 | 4.3% |
| l | 58112 | 4.1% |
| Other values (139) | 472338 |
points
Real number (ℝ)
High correlation
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.447138 |
| Minimum | 80 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1015.5 KiB |
Quantile statistics
| Minimum | 80 |
|---|---|
| 5-th percentile | 84 |
| Q1 | 86 |
| median | 88 |
| Q3 | 91 |
| 95-th percentile | 93 |
| Maximum | 100 |
| Range | 20 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.0397302 |
|---|---|
| Coefficient of variation (CV) | 0.034367762 |
| Kurtosis | -0.29596319 |
| Mean | 88.447138 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.045920752 |
| Sum | 11495563 |
| Variance | 9.2399597 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 88 | 17207 | |
| 87 | 16933 | |
| 90 | 15410 | |
| 86 | 12600 | |
| 89 | 12226 | |
| 91 | 11359 | |
| 92 | 9613 | |
| 85 | 9530 | |
| 93 | 6489 | 5.0% |
| 84 | 6480 | 5.0% |
| Other values (11) | 12124 |
| Value | Count | Frequency (%) |
| 80 | 397 | 0.3% |
| 81 | 692 | 0.5% |
| 82 | 1836 | 1.4% |
| 83 | 3025 | 2.3% |
| 84 | 6480 | 5.0% |
| 85 | 9530 | |
| 86 | 12600 | |
| 87 | 16933 | |
| 88 | 17207 | |
| 89 | 12226 |
| Value | Count | Frequency (%) |
| 100 | 19 | < 0.1% |
| 99 | 33 | < 0.1% |
| 98 | 77 | 0.1% |
| 97 | 229 | 0.2% |
| 96 | 523 | 0.4% |
| 95 | 1535 | 1.2% |
| 94 | 3758 | 2.9% |
| 93 | 6489 | |
| 92 | 9613 | |
| 91 | 11359 |
price
Real number (ℝ)
High correlation Missing
| Distinct | 390 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 8996 |
| Missing (%) | 6.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.363389 |
| Minimum | 4 |
|---|---|
| Maximum | 3300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1015.5 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 17 |
| median | 25 |
| Q3 | 42 |
| 95-th percentile | 85 |
| Maximum | 3300 |
| Range | 3296 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 41.022218 |
|---|---|
| Coefficient of variation (CV) | 1.1600194 |
| Kurtosis | 829.52018 |
| Mean | 35.363389 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 18.000957 |
| Sum | 4278086 |
| Variance | 1682.8223 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20 | 6940 | 5.3% |
| 15 | 6066 | 4.7% |
| 25 | 5805 | 4.5% |
| 30 | 4951 | 3.8% |
| 18 | 4883 | 3.8% |
| 12 | 3934 | 3.0% |
| 40 | 3872 | 3.0% |
| 35 | 3801 | 2.9% |
| 13 | 3549 | 2.7% |
| 16 | 3547 | 2.7% |
| Other values (380) | 73627 | |
| (Missing) | 8996 | 6.9% |
| Value | Count | Frequency (%) |
| 4 | 11 | < 0.1% |
| 5 | 46 | < 0.1% |
| 6 | 120 | 0.1% |
| 7 | 433 | 0.3% |
| 8 | 892 | 0.7% |
| 9 | 1339 | 1.0% |
| 10 | 3439 | |
| 11 | 2058 | |
| 12 | 3934 | |
| 13 | 3549 |
| Value | Count | Frequency (%) |
| 3300 | 1 | |
| 2500 | 2 | |
| 2013 | 1 | |
| 2000 | 2 | |
| 1900 | 1 | |
| 1500 | 2 | |
| 1300 | 1 | |
| 1200 | 1 | |
| 1125 | 1 | |
| 1100 | 2 |
province
Text
| Distinct | 425 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 63 |
| Missing (%) | < 0.1% |
| Memory size | 1015.5 KiB |
Length
| Max length | 31 |
|---|---|
| Median length | 29 |
| Mean length | 9.9764526 |
| Min length | 3 |
Unique
| Unique | 54 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Sicily & Sardinia |
|---|---|
| 2nd row | Douro |
| 3rd row | Oregon |
| 4th row | Michigan |
| 5th row | Oregon |
| Value | Count | Frequency (%) |
| california | 36247 | |
| washington | 8639 | 5.3% |
| valley | 7324 | 4.5% |
| bordeaux | 5941 | 3.6% |
| tuscany | 5897 | 3.6% |
| oregon | 5373 | 3.3% |
| italy | 4868 | 3.0% |
| spain | 4400 | 2.7% |
| burgundy | 3980 | 2.4% |
| northern | 3853 | 2.4% |
| Other values (462) | 76723 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 162598 | |
| i | 118925 | 9.2% |
| n | 118569 | 9.1% |
| o | 105384 | 8.1% |
| r | 97693 | 7.5% |
| e | 86003 | 6.6% |
| l | 79804 | 6.2% |
| t | 48631 | 3.8% |
| C | 44241 | 3.4% |
| f | 36466 | 2.8% |
| Other values (63) | 397707 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1296021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 162598 | |
| i | 118925 | 9.2% |
| n | 118569 | 9.1% |
| o | 105384 | 8.1% |
| r | 97693 | 7.5% |
| e | 86003 | 6.6% |
| l | 79804 | 6.2% |
| t | 48631 | 3.8% |
| C | 44241 | 3.4% |
| f | 36466 | 2.8% |
| Other values (63) | 397707 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1296021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 162598 | |
| i | 118925 | 9.2% |
| n | 118569 | 9.1% |
| o | 105384 | 8.1% |
| r | 97693 | 7.5% |
| e | 86003 | 6.6% |
| l | 79804 | 6.2% |
| t | 48631 | 3.8% |
| C | 44241 | 3.4% |
| f | 36466 | 2.8% |
| Other values (63) | 397707 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1296021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 162598 | |
| i | 118925 | 9.2% |
| n | 118569 | 9.1% |
| o | 105384 | 8.1% |
| r | 97693 | 7.5% |
| e | 86003 | 6.6% |
| l | 79804 | 6.2% |
| t | 48631 | 3.8% |
| C | 44241 | 3.4% |
| f | 36466 | 2.8% |
| Other values (63) | 397707 |
region_1
Text
Missing
| Distinct | 1229 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 21247 |
| Missing (%) | 16.3% |
| Memory size | 1015.5 KiB |
Length
| Max length | 50 |
|---|---|
| Median length | 41 |
| Mean length | 13.512334 |
| Min length | 3 |
Unique
| Unique | 148 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Etna |
|---|---|
| 2nd row | Willamette Valley |
| 3rd row | Lake Michigan Shore |
| 4th row | Willamette Valley |
| 5th row | Navarra |
| Value | Count | Frequency (%) |
| valley | 24944 | 11.6% |
| wa | 5276 | 2.4% |
| de | 4638 | 2.1% |
| napa | 4594 | 2.1% |
| county | 4507 | 2.1% |
| columbia | 4363 | 2.0% |
| santa | 4177 | 1.9% |
| di | 3695 | 1.7% |
| sonoma | 3613 | 1.7% |
| river | 3384 | 1.6% |
| Other values (1236) | 152599 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 173210 | 11.8% |
| l | 126465 | 8.6% |
| e | 125233 | 8.5% |
| 107070 | 7.3% | |
| o | 102048 | 6.9% |
| i | 86639 | 5.9% |
| n | 83363 | 5.7% |
| r | 66007 | 4.5% |
| s | 55188 | 3.8% |
| t | 50700 | 3.5% |
| Other values (66) | 493192 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1469115 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 173210 | 11.8% |
| l | 126465 | 8.6% |
| e | 125233 | 8.5% |
| 107070 | 7.3% | |
| o | 102048 | 6.9% |
| i | 86639 | 5.9% |
| n | 83363 | 5.7% |
| r | 66007 | 4.5% |
| s | 55188 | 3.8% |
| t | 50700 | 3.5% |
| Other values (66) | 493192 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1469115 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 173210 | 11.8% |
| l | 126465 | 8.6% |
| e | 125233 | 8.5% |
| 107070 | 7.3% | |
| o | 102048 | 6.9% |
| i | 86639 | 5.9% |
| n | 83363 | 5.7% |
| r | 66007 | 4.5% |
| s | 55188 | 3.8% |
| t | 50700 | 3.5% |
| Other values (66) | 493192 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1469115 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 173210 | 11.8% |
| l | 126465 | 8.6% |
| e | 125233 | 8.5% |
| 107070 | 7.3% | |
| o | 102048 | 6.9% |
| i | 86639 | 5.9% |
| n | 83363 | 5.7% |
| r | 66007 | 4.5% |
| s | 55188 | 3.8% |
| t | 50700 | 3.5% |
| Other values (66) | 493192 |
region_2
Categorical
High correlation Missing
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 79460 |
| Missing (%) | 61.1% |
| Memory size | 1015.5 KiB |
| Central Coast | |
|---|---|
| Sonoma | |
| Columbia Valley | |
| Napa | |
| Willamette Valley | |
| Other values (12) |
Length
| Max length | 17 |
|---|---|
| Median length | 15 |
| Mean length | 11.308606 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Willamette Valley |
|---|---|
| 2nd row | Willamette Valley |
| 3rd row | Napa |
| 4th row | Sonoma |
| 5th row | Central Coast |
Common Values
| Value | Count | Frequency (%) |
| Central Coast | 11065 | 8.5% |
| Sonoma | 9028 | 6.9% |
| Columbia Valley | 8103 | 6.2% |
| Napa | 6814 | 5.2% |
| Willamette Valley | 3423 | 2.6% |
| California Other | 2663 | 2.0% |
| Finger Lakes | 1777 | 1.4% |
| Sierra Foothills | 1462 | 1.1% |
| Napa-Sonoma | 1169 | 0.9% |
| Central Valley | 1062 | 0.8% |
| Other values (7) | 3945 | 3.0% |
| (Missing) | 79460 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| valley | 12588 | |
| central | 12127 | |
| coast | 11921 | |
| sonoma | 9028 | |
| columbia | 8103 | |
| napa | 6814 | |
| other | 4155 | 4.9% |
| willamette | 3423 | 4.1% |
| california | 2663 | 3.2% |
| finger | 1777 | 2.1% |
| Other values (13) | 11643 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 84104 | |
| l | 58519 | |
| o | 50867 | 8.9% |
| e | 43524 | 7.6% |
| t | 38818 | 6.8% |
| C | 34814 | 6.1% |
| 33731 | 5.9% | |
| n | 31753 | 5.6% |
| r | 27022 | 4.7% |
| i | 22087 | 3.9% |
| Other values (22) | 145970 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 571209 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 84104 | |
| l | 58519 | |
| o | 50867 | 8.9% |
| e | 43524 | 7.6% |
| t | 38818 | 6.8% |
| C | 34814 | 6.1% |
| 33731 | 5.9% | |
| n | 31753 | 5.6% |
| r | 27022 | 4.7% |
| i | 22087 | 3.9% |
| Other values (22) | 145970 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 571209 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 84104 | |
| l | 58519 | |
| o | 50867 | 8.9% |
| e | 43524 | 7.6% |
| t | 38818 | 6.8% |
| C | 34814 | 6.1% |
| 33731 | 5.9% | |
| n | 31753 | 5.6% |
| r | 27022 | 4.7% |
| i | 22087 | 3.9% |
| Other values (22) | 145970 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 571209 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 84104 | |
| l | 58519 | |
| o | 50867 | 8.9% |
| e | 43524 | 7.6% |
| t | 38818 | 6.8% |
| C | 34814 | 6.1% |
| 33731 | 5.9% | |
| n | 31753 | 5.6% |
| r | 27022 | 4.7% |
| i | 22087 | 3.9% |
| Other values (22) | 145970 |
taster_name
Categorical
High correlation Missing
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 26244 |
| Missing (%) | 20.2% |
| Memory size | 1015.5 KiB |
| Roger Voss | |
|---|---|
| Michael Schachner | |
| Kerin O’Keefe | |
| Virginie Boone | |
| Paul Gregutt | |
| Other values (14) |
Length
| Max length | 18 |
|---|---|
| Median length | 16 |
| Mean length | 13.272137 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Kerin O’Keefe |
|---|---|
| 2nd row | Roger Voss |
| 3rd row | Paul Gregutt |
| 4th row | Alexander Peartree |
| 5th row | Paul Gregutt |
Common Values
| Value | Count | Frequency (%) |
| Roger Voss | 25514 | |
| Michael Schachner | 15134 | |
| Kerin O’Keefe | 10776 | |
| Virginie Boone | 9537 | 7.3% |
| Paul Gregutt | 9532 | 7.3% |
| Matt Kettmann | 6332 | 4.9% |
| Joe Czerwinski | 5147 | 4.0% |
| Sean P. Sullivan | 4966 | 3.8% |
| Anna Lee C. Iijima | 4415 | 3.4% |
| Jim Gordon | 4177 | 3.2% |
| Other values (9) | 8197 | 6.3% |
| (Missing) | 26244 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| roger | 25514 | 11.3% |
| voss | 25514 | 11.3% |
| michael | 15134 | 6.7% |
| schachner | 15134 | 6.7% |
| kerin | 10776 | 4.8% |
| o’keefe | 10776 | 4.8% |
| virginie | 9537 | 4.2% |
| boone | 9537 | 4.2% |
| paul | 9532 | 4.2% |
| gregutt | 9532 | 4.2% |
| Other values (32) | 83949 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 179092 | 13.0% |
| 117523 | 8.5% | |
| n | 97968 | 7.1% |
| r | 87957 | 6.4% |
| i | 87685 | 6.4% |
| o | 87064 | 6.3% |
| a | 76266 | 5.5% |
| s | 59499 | 4.3% |
| h | 49093 | 3.6% |
| t | 45898 | 3.3% |
| Other values (35) | 488634 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1376679 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 179092 | 13.0% |
| 117523 | 8.5% | |
| n | 97968 | 7.1% |
| r | 87957 | 6.4% |
| i | 87685 | 6.4% |
| o | 87064 | 6.3% |
| a | 76266 | 5.5% |
| s | 59499 | 4.3% |
| h | 49093 | 3.6% |
| t | 45898 | 3.3% |
| Other values (35) | 488634 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1376679 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 179092 | 13.0% |
| 117523 | 8.5% | |
| n | 97968 | 7.1% |
| r | 87957 | 6.4% |
| i | 87685 | 6.4% |
| o | 87064 | 6.3% |
| a | 76266 | 5.5% |
| s | 59499 | 4.3% |
| h | 49093 | 3.6% |
| t | 45898 | 3.3% |
| Other values (35) | 488634 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1376679 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 179092 | 13.0% |
| 117523 | 8.5% | |
| n | 97968 | 7.1% |
| r | 87957 | 6.4% |
| i | 87685 | 6.4% |
| o | 87064 | 6.3% |
| a | 76266 | 5.5% |
| s | 59499 | 4.3% |
| h | 49093 | 3.6% |
| t | 45898 | 3.3% |
| Other values (35) | 488634 |
taster_twitter_handle
Categorical
High correlation Missing
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 31213 |
| Missing (%) | 24.0% |
| Memory size | 1015.5 KiB |
| @vossroger | |
|---|---|
| @wineschach | |
| @kerinokeefe | |
| @vboone | |
| @paulgwine | |
| Other values (10) |
Length
| Max length | 16 |
|---|---|
| Median length | 15 |
| Mean length | 10.658944 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | @kerinokeefe |
|---|---|
| 2nd row | @vossroger |
| 3rd row | @paulgwine |
| 4th row | @paulgwine |
| 5th row | @wineschach |
Common Values
| Value | Count | Frequency (%) |
| @vossroger | 25514 | |
| @wineschach | 15134 | |
| @kerinokeefe | 10776 | 8.3% |
| @vboone | 9537 | 7.3% |
| @paulgwine | 9532 | 7.3% |
| @mattkettmann | 6332 | 4.9% |
| @JoeCz | 5147 | 4.0% |
| @wawinereport | 4966 | 3.8% |
| @gordone_cellars | 4177 | 3.2% |
| @AnneInVino | 3685 | 2.8% |
| Other values (5) | 3958 | 3.0% |
| (Missing) | 31213 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| vossroger | 25514 | |
| wineschach | 15134 | |
| kerinokeefe | 10776 | |
| vboone | 9537 | 9.7% |
| paulgwine | 9532 | 9.7% |
| mattkettmann | 6332 | 6.4% |
| joecz | 5147 | 5.2% |
| wawinereport | 4966 | 5.0% |
| gordone_cellars | 4177 | 4.2% |
| anneinvino | 3685 | 3.7% |
| Other values (5) | 3958 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 138367 | |
| o | 105147 | 10.0% |
| @ | 98758 | 9.4% |
| r | 84021 | 8.0% |
| n | 82570 | 7.8% |
| s | 74605 | 7.1% |
| a | 49426 | 4.7% |
| i | 45143 | 4.3% |
| g | 40228 | 3.8% |
| w | 37705 | 3.6% |
| Other values (21) | 296686 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1052656 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 138367 | |
| o | 105147 | 10.0% |
| @ | 98758 | 9.4% |
| r | 84021 | 8.0% |
| n | 82570 | 7.8% |
| s | 74605 | 7.1% |
| a | 49426 | 4.7% |
| i | 45143 | 4.3% |
| g | 40228 | 3.8% |
| w | 37705 | 3.6% |
| Other values (21) | 296686 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1052656 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 138367 | |
| o | 105147 | 10.0% |
| @ | 98758 | 9.4% |
| r | 84021 | 8.0% |
| n | 82570 | 7.8% |
| s | 74605 | 7.1% |
| a | 49426 | 4.7% |
| i | 45143 | 4.3% |
| g | 40228 | 3.8% |
| w | 37705 | 3.6% |
| Other values (21) | 296686 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1052656 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 138367 | |
| o | 105147 | 10.0% |
| @ | 98758 | 9.4% |
| r | 84021 | 8.0% |
| n | 82570 | 7.8% |
| s | 74605 | 7.1% |
| a | 49426 | 4.7% |
| i | 45143 | 4.3% |
| g | 40228 | 3.8% |
| w | 37705 | 3.6% |
| Other values (21) | 296686 |
title
Text
| Distinct | 118840 |
|---|---|
| Distinct (%) | 91.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1015.5 KiB |
Length
| Max length | 136 |
|---|---|
| Median length | 113 |
| Mean length | 52.650945 |
| Min length | 12 |
Unique
| Unique | 108104 ? |
|---|---|
| Unique (%) | 83.2% |
Sample
| 1st row | Nicosia 2013 Vulkà Bianco (Etna) |
|---|---|
| 2nd row | Quinta dos Avidagos 2011 Avidagos Red (Douro) |
| 3rd row | Rainstorm 2013 Pinot Gris (Willamette Valley) |
| 4th row | St. Julian 2013 Reserve Late Harvest Riesling (Lake Michigan Shore) |
| 5th row | Sweet Cheeks 2012 Vintner's Reserve Wild Child Block Pinot Noir (Willamette Valley) |
| Value | Count | Frequency (%) |
| valley | 29719 | 3.1% |
| 2013 | 15875 | 1.6% |
| 2012 | 15747 | 1.6% |
| 2014 | 15582 | 1.6% |
| pinot | 15191 | 1.6% |
| de | 15174 | 1.6% |
| red | 15018 | 1.5% |
| sauvignon | 14536 | 1.5% |
| vineyard | 12831 | 1.3% |
| 2011 | 12558 | 1.3% |
| Other values (36030) | 806932 |
Most occurring characters
| Value | Count | Frequency (%) |
| 868351 | 12.7% | |
| a | 555012 | 8.1% |
| e | 548533 | 8.0% |
| n | 382396 | 5.6% |
| i | 370659 | 5.4% |
| o | 354336 | 5.2% |
| r | 351414 | 5.1% |
| l | 316355 | 4.6% |
| t | 231744 | 3.4% |
| s | 205499 | 3.0% |
| Other values (154) | 2658797 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6843096 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 868351 | 12.7% | |
| a | 555012 | 8.1% |
| e | 548533 | 8.0% |
| n | 382396 | 5.6% |
| i | 370659 | 5.4% |
| o | 354336 | 5.2% |
| r | 351414 | 5.1% |
| l | 316355 | 4.6% |
| t | 231744 | 3.4% |
| s | 205499 | 3.0% |
| Other values (154) | 2658797 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6843096 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 868351 | 12.7% | |
| a | 555012 | 8.1% |
| e | 548533 | 8.0% |
| n | 382396 | 5.6% |
| i | 370659 | 5.4% |
| o | 354336 | 5.2% |
| r | 351414 | 5.1% |
| l | 316355 | 4.6% |
| t | 231744 | 3.4% |
| s | 205499 | 3.0% |
| Other values (154) | 2658797 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6843096 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 868351 | 12.7% | |
| a | 555012 | 8.1% |
| e | 548533 | 8.0% |
| n | 382396 | 5.6% |
| i | 370659 | 5.4% |
| o | 354336 | 5.2% |
| r | 351414 | 5.1% |
| l | 316355 | 4.6% |
| t | 231744 | 3.4% |
| s | 205499 | 3.0% |
| Other values (154) | 2658797 |
variety
Text
| Distinct | 707 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1015.5 KiB |
Length
| Max length | 35 |
|---|---|
| Median length | 30 |
| Mean length | 11.668408 |
| Min length | 4 |
Unique
| Unique | 140 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | White Blend |
|---|---|
| 2nd row | Portuguese Red |
| 3rd row | Pinot Gris |
| 4th row | Riesling |
| 5th row | Pinot Noir |
| Value | Count | Frequency (%) |
| blend | 25730 | 12.2% |
| red | 19924 | 9.4% |
| pinot | 16644 | 7.9% |
| sauvignon | 15139 | 7.2% |
| noir | 13315 | 6.3% |
| chardonnay | 11755 | 5.6% |
| cabernet | 11346 | 5.4% |
| bordeaux-style | 7981 | 3.8% |
| blanc | 6414 | 3.0% |
| riesling | 5211 | 2.5% |
| Other values (678) | 77560 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 159659 | 10.5% |
| e | 155494 | 10.3% |
| a | 114312 | 7.5% |
| o | 107478 | 7.1% |
| i | 98394 | 6.5% |
| r | 94062 | 6.2% |
| 81053 | 5.3% | |
| l | 79158 | 5.2% |
| d | 71640 | 4.7% |
| t | 61798 | 4.1% |
| Other values (70) | 493495 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1516543 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 159659 | 10.5% |
| e | 155494 | 10.3% |
| a | 114312 | 7.5% |
| o | 107478 | 7.1% |
| i | 98394 | 6.5% |
| r | 94062 | 6.2% |
| 81053 | 5.3% | |
| l | 79158 | 5.2% |
| d | 71640 | 4.7% |
| t | 61798 | 4.1% |
| Other values (70) | 493495 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1516543 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 159659 | 10.5% |
| e | 155494 | 10.3% |
| a | 114312 | 7.5% |
| o | 107478 | 7.1% |
| i | 98394 | 6.5% |
| r | 94062 | 6.2% |
| 81053 | 5.3% | |
| l | 79158 | 5.2% |
| d | 71640 | 4.7% |
| t | 61798 | 4.1% |
| Other values (70) | 493495 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1516543 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 159659 | 10.5% |
| e | 155494 | 10.3% |
| a | 114312 | 7.5% |
| o | 107478 | 7.1% |
| i | 98394 | 6.5% |
| r | 94062 | 6.2% |
| 81053 | 5.3% | |
| l | 79158 | 5.2% |
| d | 71640 | 4.7% |
| t | 61798 | 4.1% |
| Other values (70) | 493495 |
winery
Text
| Distinct | 16757 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1015.5 KiB |
Length
| Max length | 54 |
|---|---|
| Median length | 39 |
| Mean length | 12.308569 |
| Min length | 1 |
Unique
| Unique | 4240 ? |
|---|---|
| Unique (%) | 3.3% |
Sample
| 1st row | Nicosia |
|---|---|
| 2nd row | Quinta dos Avidagos |
| 3rd row | Rainstorm |
| 4th row | St. Julian |
| 5th row | Sweet Cheeks |
| Value | Count | Frequency (%) |
| château | 7322 | 3.0% |
| de | 5930 | 2.4% |
| domaine | 4467 | 1.8% |
| la | 2890 | 1.2% |
| 2157 | 0.9% | |
| cellars | 2120 | 0.9% |
| di | 1890 | 0.8% |
| vineyards | 1782 | 0.7% |
| quinta | 1278 | 0.5% |
| estate | 1233 | 0.5% |
| Other values (16002) | 213963 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 159830 | 10.0% |
| e | 156178 | 9.8% |
| 115064 | 7.2% | |
| i | 106630 | 6.7% |
| r | 100567 | 6.3% |
| o | 99188 | 6.2% |
| n | 96440 | 6.0% |
| l | 80017 | 5.0% |
| t | 71582 | 4.5% |
| s | 62868 | 3.9% |
| Other values (115) | 551393 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1599757 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 159830 | 10.0% |
| e | 156178 | 9.8% |
| 115064 | 7.2% | |
| i | 106630 | 6.7% |
| r | 100567 | 6.3% |
| o | 99188 | 6.2% |
| n | 96440 | 6.0% |
| l | 80017 | 5.0% |
| t | 71582 | 4.5% |
| s | 62868 | 3.9% |
| Other values (115) | 551393 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1599757 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 159830 | 10.0% |
| e | 156178 | 9.8% |
| 115064 | 7.2% | |
| i | 106630 | 6.7% |
| r | 100567 | 6.3% |
| o | 99188 | 6.2% |
| n | 96440 | 6.0% |
| l | 80017 | 5.0% |
| t | 71582 | 4.5% |
| s | 62868 | 3.9% |
| Other values (115) | 551393 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1599757 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 159830 | 10.0% |
| e | 156178 | 9.8% |
| 115064 | 7.2% | |
| i | 106630 | 6.7% |
| r | 100567 | 6.3% |
| o | 99188 | 6.2% |
| n | 96440 | 6.0% |
| l | 80017 | 5.0% |
| t | 71582 | 4.5% |
| s | 62868 | 3.9% |
| Other values (115) | 551393 |
Interactions
Correlations
| country | points | price | region_2 | taster_name | taster_twitter_handle | |
|---|---|---|---|---|---|---|
| country | 1.000 | 0.092 | 0.016 | 1.000 | 0.607 | 0.643 |
| points | 0.092 | 1.000 | 0.606 | 0.117 | 0.125 | 0.124 |
| price | 0.016 | 0.606 | 1.000 | 0.000 | 0.017 | 0.019 |
| region_2 | 1.000 | 0.117 | 0.000 | 1.000 | 0.576 | 0.611 |
| taster_name | 0.607 | 0.125 | 0.017 | 0.576 | 1.000 | 1.000 |
| taster_twitter_handle | 0.643 | 0.124 | 0.019 | 0.611 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| country | description | designation | points | price | province | region_1 | region_2 | taster_name | taster_twitter_handle | title | variety | winery | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Italy | Aromas include tropical fruit, broom, brimstone and dried herb. The palate isn't overly expressive, offering unripened apple, citrus and dried sage alongside brisk acidity. | Vulkà Bianco | 87 | NaN | Sicily & Sardinia | Etna | NaN | Kerin O’Keefe | @kerinokeefe | Nicosia 2013 Vulkà Bianco (Etna) | White Blend | Nicosia |
| 1 | Portugal | This is ripe and fruity, a wine that is smooth while still structured. Firm tannins are filled out with juicy red berry fruits and freshened with acidity. It's already drinkable, although it will certainly be better from 2016. | Avidagos | 87 | 15.0 | Douro | NaN | NaN | Roger Voss | @vossroger | Quinta dos Avidagos 2011 Avidagos Red (Douro) | Portuguese Red | Quinta dos Avidagos |
| 2 | US | Tart and snappy, the flavors of lime flesh and rind dominate. Some green pineapple pokes through, with crisp acidity underscoring the flavors. The wine was all stainless-steel fermented. | NaN | 87 | 14.0 | Oregon | Willamette Valley | Willamette Valley | Paul Gregutt | @paulgwine | Rainstorm 2013 Pinot Gris (Willamette Valley) | Pinot Gris | Rainstorm |
| 3 | US | Pineapple rind, lemon pith and orange blossom start off the aromas. The palate is a bit more opulent, with notes of honey-drizzled guava and mango giving way to a slightly astringent, semidry finish. | Reserve Late Harvest | 87 | 13.0 | Michigan | Lake Michigan Shore | NaN | Alexander Peartree | NaN | St. Julian 2013 Reserve Late Harvest Riesling (Lake Michigan Shore) | Riesling | St. Julian |
| 4 | US | Much like the regular bottling from 2012, this comes across as rather rough and tannic, with rustic, earthy, herbal characteristics. Nonetheless, if you think of it as a pleasantly unfussy country wine, it's a good companion to a hearty winter stew. | Vintner's Reserve Wild Child Block | 87 | 65.0 | Oregon | Willamette Valley | Willamette Valley | Paul Gregutt | @paulgwine | Sweet Cheeks 2012 Vintner's Reserve Wild Child Block Pinot Noir (Willamette Valley) | Pinot Noir | Sweet Cheeks |
| 5 | Spain | Blackberry and raspberry aromas show a typical Navarran whiff of green herbs and, in this case, horseradish. In the mouth, this is fairly full bodied, with tomatoey acidity. Spicy, herbal flavors complement dark plum fruit, while the finish is fresh but grabby. | Ars In Vitro | 87 | 15.0 | Northern Spain | Navarra | NaN | Michael Schachner | @wineschach | Tandem 2011 Ars In Vitro Tempranillo-Merlot (Navarra) | Tempranillo-Merlot | Tandem |
| 6 | Italy | Here's a bright, informal red that opens with aromas of candied berry, white pepper and savory herb that carry over to the palate. It's balanced with fresh acidity and soft tannins. | Belsito | 87 | 16.0 | Sicily & Sardinia | Vittoria | NaN | Kerin O’Keefe | @kerinokeefe | Terre di Giurfo 2013 Belsito Frappato (Vittoria) | Frappato | Terre di Giurfo |
| 7 | France | This dry and restrained wine offers spice in profusion. Balanced with acidity and a firm texture, it's very much for food. | NaN | 87 | 24.0 | Alsace | Alsace | NaN | Roger Voss | @vossroger | Trimbach 2012 Gewurztraminer (Alsace) | Gewürztraminer | Trimbach |
| 8 | Germany | Savory dried thyme notes accent sunnier flavors of preserved peach in this brisk, off-dry wine. It's fruity and fresh, with an elegant, sprightly footprint. | Shine | 87 | 12.0 | Rheinhessen | NaN | NaN | Anna Lee C. Iijima | NaN | Heinz Eifel 2013 Shine Gewürztraminer (Rheinhessen) | Gewürztraminer | Heinz Eifel |
| 9 | France | This has great depth of flavor with its fresh apple and pear fruits and touch of spice. It's off dry while balanced with acidity and a crisp texture. Drink now. | Les Natures | 87 | 27.0 | Alsace | Alsace | NaN | Roger Voss | @vossroger | Jean-Baptiste Adam 2012 Les Natures Pinot Gris (Alsace) | Pinot Gris | Jean-Baptiste Adam |
| country | description | designation | points | price | province | region_1 | region_2 | taster_name | taster_twitter_handle | title | variety | winery | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129961 | Italy | Intense aromas of wild cherry, baking spice, tilled soil and savory herb lead the nose on this soulful, silky red. The round, smooth palate doles out juicy red cherry, strawberry jelly, mineral, white pepper and an intriguing note of zabaglione alongside soft, supple tannins and bright acidity.. | NaN | 90 | 30.0 | Sicily & Sardinia | Sicilia | NaN | Kerin O’Keefe | @kerinokeefe | COS 2013 Frappato (Sicilia) | Frappato | COS |
| 129962 | Italy | Blackberry, cassis, grilled herb and toasted aromas come together in the glass. On the palate, espresso, mint and black pepper add depth to the core of black cherry and blackberry flavors. It finishes on a licorice note. | Sàgana Tenuta San Giacomo | 90 | 40.0 | Sicily & Sardinia | Sicilia | NaN | Kerin O’Keefe | @kerinokeefe | Cusumano 2012 Sàgana Tenuta San Giacomo Nero d'Avola (Sicilia) | Nero d'Avola | Cusumano |
| 129963 | Israel | A bouquet of black cherry, tart cranberry and clove opens into flavors of cherry, anisette, espresso bean and mint, with a hint of tart cranberry. The minty notes can almost seem overly strong for a moment, but tart tones bring the fruit flavors back to the foreground. The pleasantly gripping tannins will mellow with a few more years of aging. | Oak Aged | 90 | 20.0 | Galilee | NaN | NaN | Mike DeSimone | @worldwineguys | Dalton 2012 Oak Aged Cabernet Sauvignon (Galilee) | Cabernet Sauvignon | Dalton |
| 129964 | France | Initially quite muted, this wine slowly develops impressive richness and spice. It's not sweet, more medium dry, with the spice forming a core of dryness that contrasts with the honeyed texture. It can develop more, so wait to drink until 2016. | Domaine Saint-Rémy Herrenweg | 90 | NaN | Alsace | Alsace | NaN | Roger Voss | @vossroger | Domaine Ehrhart 2013 Domaine Saint-Rémy Herrenweg Gewurztraminer (Alsace) | Gewürztraminer | Domaine Ehrhart |
| 129965 | France | While it's rich, this beautiful dry wine also offers considerable freshness. Acidity cuts easily through the ripe white fruit, pear and red apples, allowing room for spice that provides a contrasting aftertaste. | Seppi Landmann Vallée Noble | 90 | 28.0 | Alsace | Alsace | NaN | Roger Voss | @vossroger | Domaine Rieflé-Landmann 2013 Seppi Landmann Vallée Noble Pinot Gris (Alsace) | Pinot Gris | Domaine Rieflé-Landmann |
| 129966 | Germany | Notes of honeysuckle and cantaloupe sweeten this deliciously feather-light spätlese. It's intensely juicy, quenching the palate with streams of tart tangerine and grapefruit acidity, yet wraps up with a kiss of honey and peach. | Brauneberger Juffer-Sonnenuhr Spätlese | 90 | 28.0 | Mosel | NaN | NaN | Anna Lee C. Iijima | NaN | Dr. H. Thanisch (Erben Müller-Burggraef) 2013 Brauneberger Juffer-Sonnenuhr Spätlese Riesling (Mosel) | Riesling | Dr. H. Thanisch (Erben Müller-Burggraef) |
| 129967 | US | Citation is given as much as a decade of bottle age prior to release, which means it is pre-cellared and drinking at its peak. Baked cherry, cocoa and coconut flavors combine gracefully, with soft, secondary fruit compote highlights. | NaN | 90 | 75.0 | Oregon | Oregon | Oregon Other | Paul Gregutt | @paulgwine | Citation 2004 Pinot Noir (Oregon) | Pinot Noir | Citation |
| 129968 | France | Well-drained gravel soil gives this wine its crisp and dry character. It is ripe and fruity, although the spice is subdued in favor of a more serious structure. This is a wine to age for a couple of years, so drink from 2017. | Kritt | 90 | 30.0 | Alsace | Alsace | NaN | Roger Voss | @vossroger | Domaine Gresser 2013 Kritt Gewurztraminer (Alsace) | Gewürztraminer | Domaine Gresser |
| 129969 | France | A dry style of Pinot Gris, this is crisp with some acidity. It also has weight and a solid, powerful core of spice and baked apple flavors. With its structure still developing, the wine needs to age. Drink from 2015. | NaN | 90 | 32.0 | Alsace | Alsace | NaN | Roger Voss | @vossroger | Domaine Marcel Deiss 2012 Pinot Gris (Alsace) | Pinot Gris | Domaine Marcel Deiss |
| 129970 | France | Big, rich and off-dry, this is powered by intense spiciness and rounded texture. Lychees dominate the fruit profile, giving an opulent feel to the aftertaste. Drink now. | Lieu-dit Harth Cuvée Caroline | 90 | 21.0 | Alsace | Alsace | NaN | Roger Voss | @vossroger | Domaine Schoffit 2012 Lieu-dit Harth Cuvée Caroline Gewurztraminer (Alsace) | Gewürztraminer | Domaine Schoffit |
Duplicate rows
Most frequently occurring
| country | description | designation | points | price | province | region_1 | region_2 | taster_name | taster_twitter_handle | title | variety | winery | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Argentina | A bit herbal and brambly, with baked, earthy red fruit aromas. Modest raspberry flavors are mostly what you get off the narrow palate, and the finish follows suit as it fades out with a tight, herbal character. Rudimentary Cabernet. | NaN | 84 | 12.0 | Mendoza Province | Mendoza | NaN | Michael Schachner | @wineschach | Avenue 2007 Cabernet Sauvignon (Mendoza) | Cabernet Sauvignon | Avenue | 2 |
| 1 | Argentina | A bit of dust and leather for openers, with short black-fruit flavors and a big wave of tannins on the palate. So expect some grab and choppiness. Despite moderate hardness, there's good dark fruit and limited herbal intrusion. | Altosur | 85 | 11.0 | Mendoza Province | Tupungato | NaN | Michael Schachner | @wineschach | Finca Sophenia 2007 Altosur Malbec (Tupungato) | Malbec | Finca Sophenia | 2 |
| 2 | Argentina | A deep, developed wine with cola, licorice and prune aromas. The palate is poised and balanced even if it's rich and very ripe. Layered in the mouth, with plum, prune, chocolate, coffee and fine spice, which is about as complete a package as you'll find with Malbec. Cabernet and Syrah; drink now through 2015. | Henry Gran Guarda No. 1 | 92 | 65.0 | Mendoza Province | Mendoza | NaN | Michael Schachner | @wineschach | Lagarde 2007 Henry Gran Guarda No. 1 Red (Mendoza) | Red Blend | Lagarde | 2 |
| 3 | Argentina | A fairly oaky bouquet with overt wood grain, vanilla and creamy aromas includes cherry and plum scents. A mostly fresh, choppy palate is a bit rough, while currant and spiced-plum flavors end with woody, medicinal accents. Overall this works well. | Encuentro | 88 | 19.0 | Mendoza Province | Mendoza | NaN | Michael Schachner | @wineschach | Rutini 2011 Encuentro Cabernet Sauvignon (Mendoza) | Cabernet Sauvignon | Rutini | 2 |
| 4 | Argentina | A full, oily nose with aromas of orange blossom and lychee turns more fleshy and mealy with airing. This has a plump, flush body and flavors of lime, orange and white table grapes. A citrusy finish is fruity but doesn't glide. | Las Compuertas | 86 | 15.0 | Mendoza Province | Luján de Cuyo | NaN | Michael Schachner | @wineschach | Luigi Bosca 2014 Las Compuertas Riesling (Luján de Cuyo) | Riesling | Luigi Bosca | 2 |
| 5 | Argentina | A heady but attractive bouquet of marzipan, balsam wood, blackberry, cassis and raisin introduce a loaded but well-balanced, full-bodied palate. Toast, chocolate and black fruit flavors finish with additional spice, chocolate and lustiness. Drink through 2019. | Single Vineyard Reserva | 92 | 20.0 | Mendoza Province | Agrelo | NaN | Michael Schachner | @wineschach | Lamadrid 2012 Single Vineyard Reserva Malbec (Agrelo) | Malbec | Lamadrid | 2 |
| 6 | Argentina | A little sharp and ringing on the nose, with pine and citrus keeping it ultra fresh. The palate is mildly aggressive and zesty, with herbal raspberry and cherry flavors. With light oak and acidity kicking all the way to the end, this shows the crisp side of Pinot Noir. | NaN | 84 | 10.0 | Mendoza Province | NaN | NaN | Michael Schachner | @wineschach | Alfredo Roca 2006 Pinot Noir | Pinot Noir | Alfredo Roca | 2 |
| 7 | Argentina | A mix of spice, oak, tomato, plum and rubbery aromas announce a palate that blends plump ripeness with pulling tannins. Dry, spicy plum and berry flavors are steady on the finish. | Reserva | 87 | 16.0 | Mendoza Province | Mendoza | NaN | Michael Schachner | @wineschach | Aymara 2014 Reserva Cabernet Sauvignon (Mendoza) | Cabernet Sauvignon | Aymara | 2 |
| 8 | Argentina | A toasty, leathery, baked-fruit bouquet is sultry and includes hints of popcorn and caramel. In the mouth, this is tannic and full-bodied, with flavors of bacon, hickory smoke, blackened spices and blackberry as the canvas. Minty, dark and oaky on the finish, with heat. | Secreto Reserva | 90 | 25.0 | Mendoza Province | Mendoza | NaN | Michael Schachner | @wineschach | Siete Fincas 2011 Secreto Reserva Cabernet Franc (Mendoza) | Cabernet Franc | Siete Fincas | 2 |
| 9 | Argentina | A year or two ago when Paul Hobbs began consulting for Toso things changed for the better. This is the rare Best Buy that can swim with the big fish and give them a run for the money. Pop the cork and enjoy lusty dark aromas of Turkish tobacco and berry compote. In the mouth, there's a riot of fruit flavors to ponder followed by a smooth, lusty finish. | Maipu Vineyards | 91 | 12.0 | Mendoza Province | Mendoza | NaN | Michael Schachner | @wineschach | Pascual Toso 2006 Maipu Vineyards Malbec (Mendoza) | Malbec | Pascual Toso | 2 |